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Xianting Feng

2 accepted papers

2024

Double Reverse Regularization Network Based on Self-Knowledge Distillation for SAR Object Classification

ICASSP 2024accepted

In current synthetic aperture radar (SAR) object classification, one of the major challenges is the severe overfitting issue due to the limited dataset (few-shot) and noisy data. Considering the advantages of knowledge distillation as a learned label smoothing regularization, this paper proposes a n…

Cited by 0SourceScholar
2024

Dual-Stream Contrastive Predictive Network with Joint Handcrafted Feature View for SAR Ship Classification

ICASSP 2024accepted

Most existing synthetic aperture radar (SAR) ship classification technologies heavily rely on correctly labeled data, ignoring the discriminate features of unlabeled SAR ship images. Even though researchers try to enrich CNN-based features by introducing traditional handcrafted features, existing me…

Cited by 0SourceScholar